Plant Disease Classification: A Comparative Evaluation of Convolutional Neural Networks and Deep Learning Optimizers

by Muhammad Hammad Saleem, Johan Potgieter, Khalid Mahmood Arif
Published 2020-10-01

Weed Detection by Faster RCNN Model: An Enhanced Anchor Box Approach

by Muhammad Hammad Saleem, Johan Potgieter, Khalid Mahmood Arif
Published 2022-06-01

Plant Disease Detection and Classification by Deep Learning

by Muhammad Hammad Saleem, Johan Potgieter, Khalid Mahmood Arif
Published 2019-10-01

A Performance-Optimized Deep Learning-Based Plant Disease Detection Approach for Horticultural Crops of New Zealand

by Muhammad Hammad Saleem, Johan Potgieter, Khalid Mahmood Arif
Published 2022-01-01

A weight optimization-based transfer learning approach for plant disease detection of New Zealand vegetables

by Muhammad Hammad Saleem, Johan Potgieter, Khalid Mahmood Arif
Published 2022-10-01

Image-Based Plant Disease Identification by Deep Learning Meta-Architectures

by Muhammad Hammad Saleem, Sapna Khanchi, Johan Potgieter, Khalid Mahmood Arif
Published 2020-10-01

Weed Identification by Single-Stage and Two-Stage Neural Networks: A Study on the Impact of Image Resizers and Weights Optimization Algorithms

by Muhammad Hammad Saleem, Kesini Krishnan Velayudhan, Johan Potgieter, Khalid Mahmood Arif
Published 2022-04-01